Sitemap - 2023 - The Gradient
2023 in AI, with Nathan Benaich
Mini-Update #32: Child Sexual Abuse Material in LAION-5B and ControlRoom3D
Kathleen Fisher: DARPA and AI for National Security
Update #65: Foundation Models in Robotics and AI in the Media
Peter Tse: The Neuroscience of Consciousness and Free Will
Mini-Update #31: EU AI Act and Emu
Article Early Access | Salmon the Loop
Vera Liao: AI Explainability and Transparency
Update #64: Trouble at Sports Illustrated and Extractable Memorization in LLMs
Thomas Dietterich: From the Foundations
Mini-Update #30: OpenAI Updates and GAIA
Update #63: AI Brings Oxygen to Mars and Pretraining Data Mixtures
Martin Wattenberg: ML Visualization and Interpretability
Mini-Update #29: Grok and NOIR
Update #62: The Generative AI Paradox and New AI Bills
Michael Levin & Adam Goldstein: Intelligence and its Many Scales
Jonathan Frankle: From Lottery Tickets to LLMs
Update #61: AI in Smartphone Cameras and MatFormer
Nao Tokui: "Surfing" Musical Creativity with AI
Mini-Update #28: Problems with AI Chatbots and Language Models as Analogical Reasoners
Divyansh Kaushik: The Realities of AI Policy
Article Early Access | Neural Algorithmic Reasoning
Update #60: Wearable AI and Efficient Streaming Language Models
The Artificiality of Alignment
Tal Linzen: Psycholinguistics and Language Modeling
Mini-Update #27: Meta's ChatGPT Competitor and ViTs' Need for Registers
Article Early Access | The Artificiality of Alignment
An Introduction to the Problems of AI Consciousness
Kevin K. Yang: Engineering Proteins with ML
Article Early Access | An Introduction to the Problems of AI Consciousness
Update #59: Generative AI in the Classroom and Next-Token Predictors as Universal Learners
Arjun Ramani & Zhengdong Wang: Why Transformative AI is Really, Really Hard to Achieve
Mini-Update #26: Schumer's AI insight forum and PagedAttention
Miles Grimshaw: Benchmark, LangChain, and Investing in AI
Update #58: Hidden Meme Messages & LLMs as Optimizers
30K Subscriber Special: The Gradient Editors on Grad School
Text-to-CAD: Risks and Opportunities
Shreya Shankar: Machine Learning in the Real World
Article Early Access | Text-to-CAD: Risks and Opportunities
Mini-Update #25: ChatGPT Enterprise and StableVideo
Stevan Harnad: AI's Symbol Grounding Problem
Terry Winograd: AI, HCI, Language, and Cognition
Mini-Update #24: New York Times vs. AI Vendors and VisIT-Bench
Gil Strang: Linear Algebra and Deep Learning
Update #56: Artificial Intimacy and Faithfulness in Chain-of-Thought Reasoning
Anant Agarwal: AI for Education
Mini-Update #23: AudioCraft and DeepSpeed-Chat
Raphaël Millière: The Vector Grounding Problem and Self-Consciousness
Update #55: Hollywood on Strike and RetNet
Peli Grietzer: A Mathematized Philosophy of Literature
Mini-Update #22: Testing Google's Medical AI Chatbot and Llama 2
Ryan Drapeau: Battling Fraud with ML at Stripe
Update #54: Will Steam Publish Games Made with AI? and Long Transformers
Shiv Rao: Enabling Better Patient Care with AI
Mini-Update #21: NYC’s Anti-Bias Law and Transformers Meet Directed Graphs
Hugo Larochelle: Deep Learning as Science
Update #53: Autonomous Robotaxi Issues and Scaling MLPs
Jeremie Harris: Realistic Alignment and AI Policy
Mini-Update #20: Nvidia-Snowflake Partnership and Predicting Hit Songs
Why transformative artificial intelligence is really, really hard to achieve
Antoine Blondeau: Alpha Intelligence Capital and Investing in AI
Update #52: The Ironies in Pausing AI and Finetuning LLMs without Backpropagation
Joon Park: Generative Agents and Human-Computer Interaction
Mini-Update #19: AI Risk Letter and AlphaDev
Christoffer Holmgård: AI for Video Games
Update #51: ChatGPT-hallucinated Briefs in Court and Voyager
Riley Goodside: The Art and Craft of Prompt Engineering
Talia Ringer: Formal Verification and Deep Learning
Update #50: China Semiconductor Sanctions and The State of Multimodal Models
Brigham Hyde: AI for Clinical Decision-Making
Mini-Update #17: Geoff Hinton Leaves Google and a Foundation Model for Single-Cell Multi-omics
Scott Aaronson: Against AI Doomerism
Update #49: Fundamental Limitations of Alignment in LLMs and EU/US Approaches to AI
Sigmoid Social is 6 Months Old!
Ted Underwood: Machine Learning and the Literary Imagination
Mini-Update #16: Stack Overflow Charges for Data and High-Resolution Video Synthesis
In-Context Learning, In Context + Author Q&As
Irene Solaiman: AI Policy and Social Impact
Update #48: Generative AI in Law & Art and Promptable Vision Models
Drago Anguelov: Waymo and Autonomous Vehicles
Mini-Update #15: Canada's OpenAI Probe and Consistency Models
Grounding Large Language Models in a Cognitive Foundation
Joanna Bryson: The Problems of Cognition
Update #47: AI Index Report Highlights and Text-to-3D
Daniel Situnayake: AI on the Edge
Mini-Update #14: Midjourney Abuse and BloombergGPT
Update #46: GPT-4 and Modular Reasoning for Visual Question Answering
Sewon Min: The Science of Natural Language
Mini-Update #13: OpenChatKit and CNNs + Tuberculosis
Richard Socher: Re-Imagining Search
Update #45: Baidu's ChatGPT Rival and Machine Love
Joe Edelman: Meaning-Aligned AI
Mini-Update #12: Planning for AGI and Images as Sets of Points
Ed Grefenstette: Language, Semantics, Cohere
Update #44: Challenges for Personal Robotics and Cheaply Poisoning Web-Scale Datasets
Ken Liu: What Science Fiction Can Teach Us
Mini-Update #11: Bing off the Rails and Discovering Optimization Algorithms
Hattie Zhou: Lottery Tickets and Algorithmic Reasoning in LLMs
Update #43: Propaganda Deepfakes and Transformers get Loopy
Kyunghyun Cho: Neural Machine Translation, Language, and Doing Good Science
Mini-Update #10: MusicLM and ChatGPT Detection
Steve Miller: Will AI Take Your Job? It's Not So Simple.
Update #42: AI + News Editors Make Mistakes and New Masked Image Self-Supervised Methods
Blair Attard-Frost: Canada’s AI strategy and the ethics of AI business practices
Mini Update #9: AI for Protein Creation and Electronic Health Records
Reasons to Punish Autonomous Robots
Do Large Language Models learn world models or just surface statistics?
Linus Lee: At the Boundary of Machine and Mind
Update #41: ChatGPT Bans and Robot Manipulation with Multimodal Prompts
Suresh Venkatasubramanian: An AI Bill of Rights
Mini-Update #8: Google in Code Red and VALL-E
Pete Florence: Dense Visual Representations, NeRFs, and LLMs for Robotics
Update #40: AI's Year in Review and In-Context Learning as Gradient Descent